Utility of models to predict 28-day or 30-day unplanned hospital readmissions: an updated systematic review

H Zhou, PR Della, P Roberts, L Goh, SS Dhaliwal - BMJ open, 2016 - bmjopen.bmj.com
Objective To update previous systematic review of predictive models for 28-day or 30-day
unplanned hospital readmissions. Design Systematic review. Setting/data source CINAHL …

[HTML][HTML] Readmission rate for acute exacerbation of chronic obstructive pulmonary disease: a systematic review and meta-analysis

H Ruan, H Zhang, J Wang, H Zhao, W Han, J Li - Respiratory Medicine, 2023 - Elsevier
Background The readmission rate following hospitalization for chronic obstructive
pulmonary disease (COPD) exacerbations is extremely high and has become a common …

Scalable and accurate deep learning with electronic health records

A Rajkomar, E Oren, K Chen, AM Dai, N Hajaj… - NPJ digital …, 2018 - nature.com
Predictive modeling with electronic health record (EHR) data is anticipated to drive
personalized medicine and improve healthcare quality. Constructing predictive statistical …

[PDF][PDF] Connecting systems, data, and people: A multidisciplinary research roadmap for chronic disease management.

I Bardhan, H Chen, E Karahanna - MIS Quarterly, 2020 - researchgate.net
Chronic diseases (such as diabetes, asthma, heart disease, lung disease, cancer,
depression, stroke, hypertension, and Alzheimer's) are responsible for seven out of ten …

Electronic health records

R Kohli, SSL Tan - Mis Quarterly, 2016 - JSTOR
Electronic health records (EHR) facilitate integration of patient health history for planning
safe and proper treatment. Combined with data analytics, aggregate-level EHR enable …

Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long short-term memory

YW Lin, Y Zhou, F Faghri, MJ Shaw, RH Campbell - PloS one, 2019 - journals.plos.org
Background Unplanned readmission of a hospitalized patient is an indicator of patients'
exposure to risk and an avoidable waste of medical resources. In addition to hospital …

COPD readmissions: addressing COPD in the era of value-based health care

T Shah, VG Press, M Huisingh-Scheetz, SR White - Chest, 2016 - Elsevier
Of those patients hospitalized for an exacerbation of COPD, one in five will require
rehospitalization within 30 days. Many developed countries are now implementing policies …

Heart failure survival prediction using machine learning algorithm: am I safe from heart failure?

M Mamun, A Farjana, M Al Mamun… - 2022 IEEE world AI …, 2022 - ieeexplore.ieee.org
Heart Failure (HF) is a prevalent ailment worldwide, and despite significant medical
advancements in the past few decades, cardiovascular disease is still the leading cause of …

Predicting all-cause risk of 30-day hospital readmission using artificial neural networks

M Jamei, A Nisnevich, E Wetchler, S Sudat, E Liu - PloS one, 2017 - journals.plos.org
Avoidable hospital readmissions not only contribute to the high costs of healthcare in the
US, but also have an impact on the quality of care for patients. Large scale adoption of …

Reasons for readmission after hospital discharge in patients with chronic diseases—Information from an international dataset

HP Brunner-La Rocca, CJ Peden, J Soong… - PloS one, 2020 - journals.plos.org
Background Chronic diseases are increasingly prevalent in Western countries. Once
hospitalised, the chance for another hospitalisation increases sharply with large impact on …